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Comparison of Linear Regression, ARIMA, Simple Exponential Smoothing, Hybrid ARIMA-LSTM, and EWMA in Forecasting Commodity Prices
Mujiyanto, Mujiyanto
; Universitas AMIKOM Yogyakarta
; Nurindahsari, Susi
; Politeknik Harapan Bersama
; Nurul Izza, Rahmafatin
; Politeknik Elektronika Negeri Surabaya
; Universitas AMIKOM Yogyakarta
Telematika
Vol 17
, No 2
(2024)
In this study, we compare the performance of both hybrid and non-hybrid forecasting models, explicitly focusing on Linear Regression, ARIMA, Simple Exponential Smoothing, Hybrid ARIMA-LSTM, and EWMA in predicting commodity prices within the volatile market of Central Java, Indonesia. The primary objective is to evaluate which hybrid and non-hybrid models provide the most accurate and reliable forecasts under various conditions. Analyzing daily price data from the SiHaTi platform, an official ser...
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3D Map Application on Cave Geosites in Relationship of Cave Morphometry and Surface Geomorphology in Karst Areas at Ngalau Basurek Cave, Silokek Geopark
Caesario, Dipo
; Susetyo, Bigharta Bekti
; Sari, Weni Kurnia
; Khorniawan, Wahyu Budhi
; Ridwan, Ridwan
Forum Geografi
Vol 38
, No 2
(2024)
On 2 January 2018, the local government proposed Silokek, a region in the Sijunjung Regency, West Sumatra Province, Indonesia, as a geopark, based on district rule number 188.45/3/KPTS-BPT-2018. This arrangement was based on the idea that a geopark would provide tourist destinations with natural tourism and archaeological, environmental, historical, educational, and cultural components in addition to geology, making this place an indirect example of a complex tourist destination. The Ngalau Basu...
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CNN Pruning for Edge Computing-Based Corn Disease Detection with a Novel NG-Mean Accuracy Loss Optimization
Putrada, Aji Gautama
; Telkom University
; Oktaviani, Ikke Dian
; Telkom University
; Fauzan, Mohamad Nurkamal
; Telkom University
; Alamsyah, Nur
; Telkom University
Telematika
Vol 17
, No 2
(2024)
Plant disease detection studies disease attacks in plants detected on the leaves using computer vision. However, some plant disease detection solutions still utilize cloud computing, where the problems include slow processing times and misuse of data privacy. This study aims to evaluate the performance of convolutional neural network (CNN) pruning in edge computing-based plant disease detection. We use Kaggle's plant disease image dataset, which contains three corn diseases. We also created an e...
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11 Sitasi
Effectiveness of Pickup and Delivery Services in Logistics Companies with Route Optimization using the A* Algorithm
Prianto, Cahyo
; Universitas Logistik dan Bisnis Internasional
; Adiningrum, Nur Tri Ramadhanti
; Universitas Logistik dan Bisnis Internasional
Telematika
Vol 17
, No 2
(2024)
Logistics is situated at the epicenter of both production and consumption, its role in the economy is becoming more and more significant. A logistics company is a business that specializes in offering logistics services; an example of such a business in Bandung is a logistics company that offers pickup and delivery services. Of the many locations that will be visited by couriers every day, of course, effective vehicle route management is needed to minimize costs, time, and vehicle efficiency. Th...
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Pengaruh Green Marketing dan Promosi Media Sosial terhadap Keputusan Pembelian Produk Eco-Friendly di Solo Raya
Jurnal Ekonomi, Bisnis dan Manajemen (EBISMEN)
Vol 3
, No 3
(2024)
This research aims to determine the influence of green marketing and social media promotion on purchasing decisions in the city of Solo Raya. This research uses quantitative methods using primary data through distributing questionnaires online on the Instagram platform. The questionnaire was taken using a non-probability sampling technique with the number of samples used in the research being 100 respondents. This research uses data analysis using SmartPLS software. The results of this research...
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2 Sitasi
A Mobile App Development for E-Waste Management in Bahrain (Athar)
Journal of Computing Theories and Applications
Vol 2
, No 2
(2024)
Bahrain still suffers from electronic solid waste annually due to ineffective waste disposal management. Compared to other Gulf Cooperation Council (GCC) countries, Bahrain generates the largest waste quantity per person, approximately 1.2 to 1.8 million tons of hazardous waste annually. Therefore, the present research article aims to manage the e-waste discarding mitigation by arranging the waste collection, presenting it for sale/purchase/donation (C2C, C2B, B2G), and organizing the waste...
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1 Sitasi
EFEKTIVITAS PELAYANAN PENERBITAN SURAT REKOMENDASI PENELITIAN BERBASIS APLIKASI PADA BADAN KESATUAN BANGSA DAN POLITIK KABUPATEN MADIUN
Jurnal Ilmu Administrasi Publik
Vol 13
, No 2
(2024)
Dalam upaya peningkatan pelayanan, Bakesbangpol Kabupaten Madiun meluncurkan inovasi layanan berbasis aplikasi yang dinamakan SIROIS. Rumusan masalah dalam penelitian ini adalah bagaimanakah efektivitas pelayanan penerbitan surat rekomendasi penelitian berbasis aplikasi pada Bakesbangpol Kabupaten Madiun. Penelitian ini bertujuan mengkaji dan menganalisis efektivitas pelayanan penerbitan surat rekomendasi penelitian berbasis aplikasi pada Bakesbangpol Kabupaten Madiun. Penelitian ini menggunak...
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PENGARUH KOMUNIKASI ORGANISASI, KEMAMPUAN KERJA DAN KEPEMIMPINAN TERHADAP KINERJA PEGAWAI NON MEDIS DI RSUD Dr. HARJONO S PONOROGO
Jurnal Ilmu Administrasi Publik
Vol 13
, No 2
(2024)
Purpose of this studies to know the effect of organizational communication, work ability and leadership on the performance of non-medical employees. This type of research is explanatory research conducted at RSUD Dr. Harjono S Ponorogo. The research population was non-medical employees at Dr. RSUD. Harjono S Ponorogo, totaling 119 people and all of them were used as samples use population research techniques. Data collection techniques use questionnaires and literature study. The data analysis t...
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IMPLEMENTASI PERATURAN GUBERNUR JAWA TIMUR NO. 50 TAHUN 2022 TENTANG PENANGGULANGAN PENYAKIT TUBERKULOSIS DI PUSKESMAS BADEGAN KABUPATEN PONOROGO
Jurnal Ilmu Administrasi Publik
Vol 13
, No 2
(2024)
The purpose of this research is to determine the implementation of East Java Governor Regulation No. 50 of 2022 concerning the Management of Tuberculosis at the Badegan Public Health Center Ponorogo. This type of research is descriptive, carried out at the Badegan Public Health Center Ponorogo. Informants were selected used purposive sampling techniques. Data collection techniques used interviews, documentation and observation. The data analysis technique used qualitative data analysis. The rese...
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PENGARUH KUALITAS PELAYANAN KESEHATAN, BRAND IMAGE DAN KEPERCAYAAN TERHADAP KEPUASAN PASIEN DI PUSKESMAS BABADAN KABUPATEN PONOROGO
Jurnal Ilmu Administrasi Publik
Vol 13
, No 2
(2024)
The purpose of this research is to know the effect of health service quality, brand image and trust on patient satisfaction. This research is survey research and is classified as explanatory research. This research was conducted at the Babadan Community Health Centre, Ponorogo Regency. The research population was Babadan Health Centre patients with a sample of 100 people used accidental sampling technique. Data collection techniques used questionnaires, observation and literature study. The data...
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